ML Anthology
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Walker, Chase
4 publications
AISTATS
2025
Explaining ViTs Using Information Flow
Chase Walker
,
Md Rubel Ahmed
,
Sumit Kumar Jha
,
Rickard Ewetz
ICLR
2025
Metric-Driven Attributions for Vision Transformers
Chase Walker
,
Sumit Kumar Jha
,
Rickard Ewetz
IJCAI
2024
Attribution Quality Metrics with Magnitude Alignment
Chase Walker
,
Dominic Simon
,
Kenny Chen
,
Rickard Ewetz
AAAI
2024
Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision
Chase Walker
,
Sumit Kumar Jha
,
Kenny Chen
,
Rickard Ewetz